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Papers matching “cell morphology” 20

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Malignant Mesothelioma subtyping via sampling driven multiple instance prediction on tissue image and cell morphology data
2023 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access

Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more

8

citations
Inter-Facility Evaluation of Machine Learning Based Deep Hematopoietic Cell Classifiers for Cytological Evaluation of Hematopoiesis
2023 Blood conference-abstract Computer Science Digital Imaging for Blood Diseases Open access

Julian Thull, Martina Margrit Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Volkmar Schulz, +2 more

0

citations
Non-Metastatic Axillary Lymph Nodes Have Distinct Morphology and Immunophenotype in Obese Breast Cancer patients at Risk for Metastasis
2023 medRxiv preprint Computer Science AI in cancer detection Open access

Qingyuan Song, Kristen E. Muller, Liesbeth M. Hondelink, Roberta M. diFlorio‐Alexander, Margaret Rita Karagas, Saeed Hassanpour

0

citations
MesoGraph: Automatic profiling of mesothelioma subtypes from histological images
2023 Cell Reports Medicine article Computer Science AI in cancer detection Open access

Heba Sailem, Silviu Tudor Marc, Xiaohong W. Gao, Judith Offman, Emmanouíl Karteris, Angeles Montero Fernandez, +6 more

20

citations
Systematic classification of confocal laser endomicroscopy for the diagnosis of oral cavity carcinoma
2022 Oral Oncology article Computer Science AI in cancer detection Open access

Matti Sievert, Nicolai Oetter, Konstantinos Mantsopoulos, Antoniu‐Oreste Gostian, Sarina K. Mueller, Michael Koch, +6 more

25

citations
A Deep-Learning-Computed Cancer Score for the Identification of Human Hepatocellular Carcinoma Area Based on a Six-Colour Multiplex Immunofluorescence Panel
2023 Cells article Computer Science AI in cancer detection Open access

Axel Dievernich, Johannes Stegmaier, Pascal Achenbach, Svetlana Warkentin, Till A. Braunschweig, Ulf P. Neumann, +1 more

6

citations
HemaHier: Chain-Conditioned Ordinal Hierarchies for Lineage-Aware Bone-Marrow Cytology
2026 arXiv (Cornell University) preprint Computer Science Digital Imaging for Blood Diseases Open access

Afshin Bozorgpour, Peter J. Schüffler, Edgar Jost, Dorit Merhof

0

citations
Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning
2023 European Heart Journal - Digital Health article Computer Science AI in cancer detection Open access

Tobias Paul Seraphin, Mark Luedde, Christoph Roderburg, Marko van Treeck, Pascal Scheider, Roman David Buelow, +11 more

33

citations
Prediction of heart transplant rejection from routine pathology slides with self-supervised Deep Learning
2022 medRxiv preprint Computer Science AI in cancer detection Open access

Tobias Paul Seraphin, Mark Luedde, Christoph Roderburg, Marko van Treeck, Pascal Scheider, Roman David Buelow, +11 more

4

citations
Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study
2023 Cell Reports Medicine article Computer Science AI in cancer detection Open access

Jan Niehues, Philip Quirke, Nicholas Paul West, Heike Irmgard Grabsch, Marko van Treeck, Yoni Schirris, +13 more

100

citations
Digitale Histopathologie
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science AI in cancer detection Open access

Daniel Bug

0

citations
Systematic assessment of transcriptomic and phenotypic biological profiling for mechanism-based hazard assessment using target-annotated reference chemicals in renal proximal tubular epithelial cells
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

Hugo W van Kessel, Marlene Wedler, Palle Steen Helmke, Dace Zigure, Stephen Ferguson, Joshua Harrill, +5 more

0

citations
A morphometric signature to identify ductal carcinoma in situ with a low risk of progression
2025 npj Precision Oncology article Computer Science AI in cancer detection Open access

Marcelo Sobral‐Leite, Simón P. Castillo, Shiva Vonk, Hendrik A. Messal, Xenia Melillo, Brandi de Bruijn, +32 more

5

citations
Cross-comparison of state of the art neuromorphological simulators on modern CPUs and GPUs using the Brain Scaffold Builder
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Parallel Computing and Optimization Techniques Open access

Robin De Schepper, Nora Abi Akar, Thorsten Hater, B. F. B. Huisman, Egidio Ugo D'Angelo, Abigail Morrison, +1 more

2

citations
Pan-cancer image-based detection of clinically actionable genetic alterations
2020 Nature Cancer article Computer Science AI in cancer detection Open access cited by 6 patents

Jakob Nikolas Kather, Lara Rosaline Heij, Heike Irmgard Grabsch, Chiara Maria Lavinia Loeffler, Amelie Echle, Hannah Sophie Muti, +21 more

699

citations
Next-Generation Morphometry for pathomics-data mining in histopathology
2023 Nature Communications article Computer Science AI in cancer detection Open access

David Laurin Hölscher, Nassim Bouteldja, Mehdi Joodaki, María Luisa Russo, Yu-Chia Lan, Alireza Vafaei Sadr, +10 more

141

citations
PROACTING: predicting pathological complete response to neoadjuvant chemotherapy in breast cancer from routine diagnostic histopathology biopsies with deep learning
2023 Breast Cancer Research article Computer Science AI in cancer detection Open access

Witali Aswolinskiy, Enrico Munari, Hugo M. Horlings, Lennart Mulder, Giuseppe Salvatore Bogina, Joyce Sanders, +10 more

38

citations
Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types
2022 Frontiers in Genetics article Computer Science AI in cancer detection Open access

Chiara Maria Lavinia Loeffler, Nadine Therese Gaisa, Hannah Sophie Muti, Marko van Treeck, Amelie Echle, Narmin Ghaffari Laleh, +5 more

26

citations
Deep learning-based histopathologic segmentation of peritubular capillaries in kidney transplant biopsies
2025 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

Dominique van Midden, Linda Studer, Meyke Hermsen, Eric J. Steenbergen, Jesper Kers, Nicolas Kozakowski, +3 more

4

citations
From slides to AI-ready maps: Standardized multi-layer tissue maps as metadata for artificial intelligence in digital pathology
2026 Artificial Intelligence in Medicine article Computer Science AI in cancer detection Open access

Gernot Fiala, Markus Plass, Robert Harb, Peter Regitnig, Kristijan Skok, Wael Al Zoughbi, +11 more

3

citations

20 results